MPC-informed ECMS based real-time power management strategy for hybrid electric ship
Shipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2021-04-01
|
| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484721001116 |
| _version_ | 1828887267574284288 |
|---|---|
| author | Peilin Xie Sen Tan Josep M. Guerrero Juan C. Vasquez |
| author_facet | Peilin Xie Sen Tan Josep M. Guerrero Juan C. Vasquez |
| author_sort | Peilin Xie |
| collection | DOAJ |
| description | Shipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in the framework of an optimization-based method. With equivalent consumption minimization strategy (ECMS), the proposed method is able to provide an optimal power-split between hybrid energy sources in real time, while minimizing the fuel consumption of the system. Furthermore, the equivalence factor is adjusted by model predictive control (MPC) of PMS. The performances of the proposed approach are evaluated by simulations. |
| first_indexed | 2024-12-13T12:01:31Z |
| format | Article |
| id | doaj.art-4b47daa13d2e4c2eb4cc8a53f514c51d |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-12-13T12:01:31Z |
| publishDate | 2021-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-4b47daa13d2e4c2eb4cc8a53f514c51d2022-12-21T23:47:06ZengElsevierEnergy Reports2352-48472021-04-017126133MPC-informed ECMS based real-time power management strategy for hybrid electric shipPeilin Xie0Sen Tan1Josep M. Guerrero2Juan C. Vasquez3Corresponding author.; Aalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkShipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in the framework of an optimization-based method. With equivalent consumption minimization strategy (ECMS), the proposed method is able to provide an optimal power-split between hybrid energy sources in real time, while minimizing the fuel consumption of the system. Furthermore, the equivalence factor is adjusted by model predictive control (MPC) of PMS. The performances of the proposed approach are evaluated by simulations.http://www.sciencedirect.com/science/article/pii/S2352484721001116Equivalent consumption minimization strategyModel predictive controlPower management systemShipboard power system |
| spellingShingle | Peilin Xie Sen Tan Josep M. Guerrero Juan C. Vasquez MPC-informed ECMS based real-time power management strategy for hybrid electric ship Energy Reports Equivalent consumption minimization strategy Model predictive control Power management system Shipboard power system |
| title | MPC-informed ECMS based real-time power management strategy for hybrid electric ship |
| title_full | MPC-informed ECMS based real-time power management strategy for hybrid electric ship |
| title_fullStr | MPC-informed ECMS based real-time power management strategy for hybrid electric ship |
| title_full_unstemmed | MPC-informed ECMS based real-time power management strategy for hybrid electric ship |
| title_short | MPC-informed ECMS based real-time power management strategy for hybrid electric ship |
| title_sort | mpc informed ecms based real time power management strategy for hybrid electric ship |
| topic | Equivalent consumption minimization strategy Model predictive control Power management system Shipboard power system |
| url | http://www.sciencedirect.com/science/article/pii/S2352484721001116 |
| work_keys_str_mv | AT peilinxie mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship AT sentan mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship AT josepmguerrero mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship AT juancvasquez mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship |